I am an independent AI alignment researcher and non-engineer based in Sapporo, Japan.

My open-source work focuses on natural-language AI workflows: practical templates for coordinating multiple AI models through roles, memory, audit loops, routing, and human final responsibility.

I publish public methodology repositories, articles, and workflow materials for people who want to use AI seriously without blindly trusting raw model output.

Your sponsorship helps me continue building and maintaining open materials on:

• human-supervised multi-model AI workflows
• natural-language agentic workflow templates
• AI alignment and human-side AI risk
• audit-first AI usage patterns
• public documentation for non-engineers using AI tools

Most of my work is released publicly so that others can learn from, adapt, and inspect it.

Sponsorship is voluntary support for public work.

Any amount is appreciated. Please support only within your own comfortable means. My aim is to keep these AI workflow templates, research notes, and public methodology artifacts available for others to learn from, adapt, and inspect.

Thank you for supporting this work.